Joaquín Goñi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 20

Top Topics

Interactive Visualization

Geodesic Distance

Sparsity Inducing

Top Venues

J. Complex Networks

Frontiers Neuroinformatics

Publications

Damian Brzyski, Xixi Hu, Joaquín Goñi, Beau M. Ances, Timothy W. Randolph, Jaroslaw Harezlak
Matrix-Variate Regression for Sparse, Low-Rank Estimation of Brain Connectivities Associated With a Clinical Outcome. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Benjamin Chiêm, Kausar Abbas, Enrico Amico, Duy Anh Duong-Tran, Frédéric Crevecoeur, Joaquín Goñi
Improving Functional Connectome Fingerprinting with Degree-Normalization. Brain Connect. 12 (2) (2022)
Viplove Arora, Enrico Amico, Joaquín Goñi, Mario Ventresca
Investigating cognitive ability using action-based models of structural brain networks. J. Complex Networks 10 (4) (2022)
Huang Li, Shiaofen Fang, Joaquín Goñi, Andrew J. Saykin, Li Shen
Interactive Visualization of Deep Learning for 3D Brain Data Analysis. ICCI*CC (2021)
Kausar Abbas, Mintao Liu, Manasij Venkatesh, Enrico Amico, Alan David Kaplan, Mario Ventresca, Luiz Pessoa, Jaroslaw Harezlak, Joaquín Goñi
Geodesic Distance on Optimally Regularized Functional Connectomes Uncovers Individual Fingerprints. Brain Connect. 11 (5) (2021)
Jingwen Yan, V. Vinesh Raja, Zhi Huang, Enrico Amico, Kwangsik Nho, Shiaofen Fang, Olaf Sporns, Yu-Chien Wu, Andrew J. Saykin, Joaquín Goñi, Li Shen
Brain-wide structural connectivity alterations under the control of Alzheimer risk genes. Int. J. Comput. Biol. Drug Des. 13 (1) (2020)
Damian Brzyski, Xixi Hu, Joaquín Goñi, Beau M. Ances, Timothy W. Randolph, Jaroslaw Harezlak
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis. CoRR (2020)
Enrico Amico, Mario Dzemidzic, Brandon G. Oberlin, Claire R. Carron, Jaroslaw Harezlak, Joaquín Goñi, David A. Kareken
The disengaging brain: Dynamic transitions from cognitive engagement and alcoholism risk. NeuroImage 209 (2020)
Kausar Abbas, Enrico Amico, Diana Otero Svaldi, Uttara Tipnis, Duy Anh Duong-Tran, Mintao Liu, Meenusree Rajapandian, Jaroslaw Harezlak, Beau M. Ances, Joaquín Goñi
GEFF: Graph embedding for functional fingerprinting. NeuroImage 221 (2020)
Uttara Tipnis, Enrico Amico, Mario Ventresca, Joaquín Goñi
Modeling Communication Processes in the Human Connectome through Cooperative Learning. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Sumra Bari, Enrico Amico, Nicole L. Vike, Thomas M. Talavage, Joaquín Goñi
Uncovering multi-site identifiability based on resting-state functional connectomes. NeuroImage 202 (2019)
Jingwen Yan, Kefei Liu, Huang Lv, Enrico Amico, Shannon L. Risacher, Yu-Chien Wu, Shiaofen Fang, Olaf Sporns, Andrew J. Saykin, Joaquín Goñi, Li Shen
Joint exploration and mining of memory-relevant brain anatomic and connectomic patterns via a three-way association model. ISBI (2018)
Diana O. Svaldi, Joaquín Goñi, Apoorva Bharthur Sanjay, Enrico Amico, Shannon L. Risacher, John D. West, Mario Dzemidzic, Andrew J. Saykin, Liana G. Apostolova
Towards Subject and Diagnostic Identifiability in the Alzheimer's Disease Spectrum Based on Functional Connectomes. GRAIL/Beyond-MIC@MICCAI (2018)
Linhui Xie, Enrico Amico, Paul Salama, Yu-Chien Wu, Shiaofen Fang, Olaf Sporns, Andrew J. Saykin, Joaquín Goñi, Jingwen Yan, Li Shen
Heritability Estimation of Reliable Connectomic Features. CNI@MICCAI (2018)
Dali Guo, Viplove Arora, Enrico Amico, Joaquín Goñi, Mario Ventresca
Dynamic Generative Model of the Human Brain in Resting-State. COMPLEX NETWORKS (2017)
Enrico Amico, Daniele Marinazzo, Carol Di Perri, Lizette Heine, Jitka Annen, Charlotte Martial, Mario Dzemidzic, Muriëlle Kirsch, Vincent Bonhomme, Steven Laureys, Joaquín Goñi
Mapping the functional connectome traits of levels of consciousness. NeuroImage 148 (2017)
Huang Li, Shiaofen Fang, Bob Zigon, Olaf Sporns, Andrew J. Saykin, Joaquín Goñi, Li Shen
BECA: A Software Tool for Integrated Visualization of Human Brain Data. BI (2017)
Huang Li, Shiaofen Fang, Joey A. Contreras, John D. West, Shannon L. Risacher, Yang Wang, Olaf Sporns, Andrew J. Saykin, Joaquín Goñi, Li Shen
Brain explorer for connectomic analysis. Brain Informatics 4 (4) (2017)
Jiachen Wang, Shiaofen Fang, Huang Li, Joaquín Goñi, Andrew J. Saykin, Li Shen
Multigraph Visualization for Feature Classification of Brain Network Data. EuroVA@EuroVis (2016)
Richard F. Betzel, Andrea Avena-Koenigsberger, Joaquín Goñi, Ye He, Marcel A. de Reus, Alessandra Griffa, Petra E. Vértes, Bratislav Misic, Jean-Philippe Thiran, Patric Hagmann, Martijn P. van den Heuvel, Xi-Nian Zuo, Edward T. Bullmore, Olaf Sporns
Generative models of the human connectome. NeuroImage 124 (2016)
Huang Li, Shiaofen Fang, Joaquín Goñi, Joey A. Contreras, Yanhua Liang, Chengtao Cai, John D. West, Shannon L. Risacher, Yang Wang, Olaf Sporns, Andrew J. Saykin, Li Shen
Integrated Visualization of Human Brain Connectome Data. BIH (2015)
Richard F. Betzel, Lisa Byrge, Ye He, Joaquín Goñi, Xi-Nian Zuo, Olaf Sporns
Changes in structural and functional connectivity among resting-state networks across the human lifespan. NeuroImage 102 (2014)
Bratislav Misic, Joaquín Goñi, Richard F. Betzel, Olaf Sporns, Anthony Randal McIntosh
A Network Convergence Zone in the Hippocampus. PLoS Comput. Biol. 10 (12) (2014)
Artemy Kolchinsky, Martijn P. van den Heuvel, Alessandra Griffa, Patric Hagmann, Luis Mateus Rocha, Olaf Sporns, Joaquín Goñi
Multi-scale integration and predictability in resting state brain activity. Frontiers Neuroinformatics 8 (2014)
Joaquín Goñi, Olaf Sporns, Hu Cheng, Maite Aznárez-Sanado, Yang Wang, Santiago Josa, Gonzalo Arrondo, Vincent P. Mathews, Tom A. Hummer, William G. Kronenberger, Andrea Avena-Koenigsberger, Andrew J. Saykin, María A. Pastor
Robust estimation of fractal measures for characterizing the structural complexity of the human brain: Optimization and reproducibility. NeuroImage 83 (2013)
Richard F. Betzel, Alessandra Griffa, Andrea Avena-Koenigsberger, Joaquín Goñi
Multi-scale community organization of the human structural connectome and its relationship with resting-state functional connectivity. Netw. Sci. 1 (3) (2013)
Joaquín Goñi, Gonzalo Arrondo, Jorge Sepulcre, Iñigo Martincorena, Nieves Vélez de Mendizábal, Bernat Corominas-Murtra, Bartolomé Bejarano, Sergio Ardanza-Trevijano, Herminia Peraita, Dennis P. Wall, Pablo Villoslada
The semantic organization of the animal category: evidence from semantic verbal fluency and network theory. Cogn. Process. 12 (2) (2011)
Nieves Vélez de Mendizábal, Jorge Carneiro, Ricard V. Solé, Joaquín Goñi, Jean Bragard, Ivan Martinez-Forero, Sara Martinez-Pasamar, Jorge Sepulcre, Francisco Javier Torrealdea, Francesca Bagnato, Jordi García-Ojalvo, Pablo Villoslada
Modeling the effector - regulatory T cell cross-regulation reveals the intrinsic character of relapses in Multiple Sclerosis. BMC Syst. Biol. 5 (2011)
Joaquín Goñi, Bernat Corominas-Murtra, Ricard V. Solé, Carlos Rodríguez-Caso
Exploring the randomness of Directed Acyclic Networks CoRR (2010)
Bernat Corominas-Murtra, Joaquín Goñi, Carlos Rodríguez-Caso, Ricard V. Solé
Hierarchy and information in feedforward networks CoRR (2010)
Joaquín Goñi, Iñigo Martincorena, Bernat Corominas-Murtra, Gonzalo Arrondo, Sergio Ardanza-Trevijano, Pablo Villoslada
Switcher-Random-Walks: a Cognitive-Inspired Mechanism for Network Exploration. Int. J. Bifurc. Chaos 20 (3) (2010)
Jorge Sepulcre, Joseph C. Masdeu, María A. Pastor, Joaquín Goñi, Carla Barbosa, Bartolomé Bejarano, Pablo Villoslada
Brain pathways of verbal working memory: A lesion-function correlation study. NeuroImage 47 (2) (2009)
Joaquín Goñi, Iñigo Martincorena, Bernat Corominas-Murtra, Gonzalo Arrondo, Sergio Ardanza-Trevijano, Pablo Villoslada
Switcher-random-walks: a cognitive-inspired mechanism for network exploration CoRR (2009)
Joaquín Goñi, Francisco José Esteban, Nieves Vélez de Mendizábal, Jorge Sepulcre, Sergio Ardanza-Trevijano, Ion Agirrezabal, Pablo Villoslada
A computational analysis of protein-protein interaction networks in neurodegenerative diseases. BMC Syst. Biol. 2 (2008)
Jorge Sepulcre, Joseph C. Masdeu, Jaume Sastre-Garriga, Joaquín Goñi, Nieves Vélez de Mendizábal, Beatriz Duque, María A. Pastor, Bartolomé Bejarano, Pablo Villoslada
Mapping the brain pathways of declarative verbal memory: Evidence from white matter lesions in the living human brain. NeuroImage 42 (3) (2008)
Francisco José Esteban, Jorge Sepulcre, Nieves Vélez de Mendizábal, Joaquín Goñi, Juan Navas, Juan Ruiz de Miras, Bartolomé Bejarano, Joseph C. Masdeu, Pablo Villoslada
Fractal dimension and white matter changes in multiple sclerosis. NeuroImage 36 (3) (2007)